Network Model and Optimization of Medical Waste Reverse Logistics by Improved Genetic Algorithm

被引:0
作者
Shi, Lihong [1 ]
Fan, Houming [1 ]
Gao, Pingquan [1 ]
Zhang, Hanyu [1 ]
机构
[1] Dalian Maritime Univ, Transportat Management Coll, Dalian 116026, Liaoning Prov, Peoples R China
来源
ADVANCES IN COMPUTATION AND INTELLIGENCE, PROCEEDINGS | 2009年 / 5821卷
关键词
genetic algorithm; medical waste; mixed integer linear programming; reverse logistics network;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The medical waste management is of great importance because of the potential environmental hazards and public health risks. Manufacturers have to collect the medical waste and control its recovery or disposal. Medical waste recovery, which encompasses reusing, remanufacturing and materials recycling, requires a specially structured reverse logistics network in order to collect the medical waste efficiently. This paper presents a Mixed Integer Linear Programming model with minimizing costs for medical waste reverse logistics networks. The total costs for reverse logistics include transportation cost, fixed cost of opening the collecting centers and processing centers and operation cost at these facilities over finite planning horizons. An improved genetic algorithm method with a hybrid encoding rule is used to solve the proposed model. The efficiency and practicability of the proposed model is validated by an application to an illustrative example dealing with medical waste returned from some hospitals to a given manufacture.
引用
收藏
页码:40 / 52
页数:13
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